The rich are exposed to all the chemicals in the environment and food just as the poor are. With the EPA being gutted and regulations being removed this will only get worse. The biggest issue is proving that it is a case when the effects take decades and studies are torpedoed by industry. Your only hope is to compare with nations that have stricter regulations but you then always also have other factors.